Amazon Web Services
aws.amazon.com › machine learning › amazon sagemaker ai › pricing
Amazon SageMaker AI pricing
6 days ago - This allows you efficiently plan and execute mission-critical AI projects with a predictable cost model. Spot Instances on SageMaker HyperPod enable you to access compute capacity at significantly reduced costs. Spot Instances are ideal for fault-tolerant workloads such as batch inference jobs. Prices vary by region and instance type, typically offering a discount of up to 90% off compared to SageMaker HyperPod On-Demand pricing.
Amazon Web Services
aws.amazon.com › machine learning › amazon sagemaker › pricing
SageMaker pricing - AWS
6 days ago - The SageMaker Unified Studio Free Tier helps you quickly get started innovating with data and AI and at no cost by offering a selection of always-free features and honoring your current AWS Free Tier allocations or pay-per-use agreements (PPAs) for AWS services that you use through the SageMaker ...
Videos
01:55
Introduction to SageMaker AI | Amazon Web Services - YouTube
03:43
Reduce AI model development cost by up to 40% with Amazon SageMaker ...
11:05
Optimizing your Machine Learning costs on Amazon SageMaker with ...
SageMaker High-Performance Inference Cost Optimization - AWS
24:56
Saving cost on your machine learning training and inference on ...
31:07
Taming the cost of AI on AWS Bedrock VS SageMaker - YouTube
Cloudchipr
cloudchipr.com › blog › amazon-sagemaker-pricing
Amazon SageMaker AI Pricing: Detailed Breakdown and Ultimate Guide
The SageMaker Free Tier is available starting from the first month when you create your SageMaker AI resource. SageMaker components are priced based on the type of instance you select and the length of time you use them. These services utilize fully managed compute infrastructure, allowing you to concentrate on building, training, and deploying machine learning models without worrying about the underlying resources.
Cloudforecast
cloudforecast.io › home › aws pricing & cost optimization › aws sagemaker pricing guide – cost breakdown & optimization tips
AWS SageMaker Pricing Guide - Cost Breakdown & Optimization Tips | CloudForecast
July 28, 2025 - Again, refer to the SageMaker AI pricing page for exact numbers, but here’s a high-level breakdown of how the pricing works: Note that it’s possible for some services to show up in both on-demand and request-based pricing. Feature Store is one such example. This is because Feature Store’s pricing model depends both on on-demand storage used as well as request-based usage. Now that you understand the foundation of how SageMaker services are priced...
AWS re:Post
repost.aws › questions › QUTgC3561MQKaWwyazLh_YXQ › sagemaker-costs-for-ai-model
SageMaker costs for AI model | AWS re:Post
March 18, 2025 - For the most accurate and up-to-date pricing information, I recommend checking the official AWS SageMaker pricing page or using the AWS Pricing Calculator. Sources Machine Learning Service – Amazon SageMaker Pricing – AWS Amazon SageMaker Studio pricing - Amazon SageMaker AI
Concurrencylabs
concurrencylabs.com › blog › sagemaker-ai-cost-savings
How To Keep SageMaker AI Cost Under Control and Avoid Bad Billing Surprises when doing Machine Learning in AWS - Concurrency Labs
Even though cost is approximately 20% higher in SageMaker compared to EC2, in most cases this cost difference is compensated by the savings in engineering time that SageMaker delivers.
AWS
docs.aws.amazon.com › aws marketplace › seller guide › machine learning products in aws marketplace › understanding machine learning products › machine learning product pricing for aws marketplace
Machine learning product pricing for AWS Marketplace - AWS Marketplace
You can choose from several available pricing models for your Amazon SageMaker AI products in AWS Marketplace. Buyers who subscribe to your product run it in SageMaker AI within their own AWS account. The price for your buyers is a combination of the infrastructure costs for the resources running ...
AWS
docs.aws.amazon.com › amazon sagemaker › developer guide › implement mlops › sagemaker ai workflows › sagemaker notebook jobs › pricing for sagemaker notebook jobs
Pricing for SageMaker Notebook Jobs - Amazon SageMaker AI
After you select an Image and Kernel in your Create Job form, the form provides a list of available compute types. You are charged for the compute type you choose, based on the combined duration of use for all notebook jobs that run from the job definition. If you don’t specify a compute type, SageMaker AI assigns you a default Amazon EC2 instance type of ml.m5.large.
CloudZero
cloudzero.com › home › blog › amazon sagemaker pricing guide: 2025 costs (and savings)
Amazon SageMaker Pricing Guide: 2025 Costs (And Savings)
August 15, 2025 - Your finance and FinOps teams can use these unit cost insights to decide how much to price your services to protect margins. Costs per deployment can help engineers make future innovations more cost-effective. Other unit costs, like COGS, are helpful if you are taking advantage of economies of scale. In addition, CloudZero continuously analyzes your spend to detect cost anomalies in real time. Using smart alerts, CloudZero will alert you to any trending costs that could lead to overspending on SageMaker or other AWS services.
nOps
nops.io › blog › sagemaker-pricing-the-essential-guide
SageMaker Pricing: The Essential Guide | nOps
November 18, 2025 - Bedrock is a managed generative AI service where you pay per token to use foundation models like Claude, Nova, and Llama. SageMaker is ML infrastructure; Bedrock is model access. SageMaker Unified Studio doesn’t have a standalone price, but it’s not “free.” You are billed for the underlying resources it runs—such as notebooks, training instances, inference endpoints, EFS storage, and Data Wrangler sessions.
Finout
finout.io › blog › amazon-sagemaker-basics-pricing-and-cost-optimization-tips
Amazon SageMaker Pricing: Options, Examples, and 7 Ways to Cut Costs
September 11, 2025 - Amazon Bedrock (for generative AI), SQL Analytics (via Amazon Redshift), and SageMaker Data Processing follow their own usage-based pricing structures. For example, SQL workloads are charged based on Redshift instance hours, and data processing leverages services like AWS Glue and Amazon EMR which are priced ...
Holori
holori.com › accueil › blog › ultimate aws sagemaker pricing guide
Holori - Ultimate AWS Sagemaker pricing guide
October 23, 2024 - In this guide, we’ll explore SageMaker’s detailed pricing structure, identify the major cost drivers, and share effective strategies for cost optimization. A deep understanding of each SageMaker tool will help you get the most out of your AI and ML investments on AWS.
Reddit
reddit.com › r/aws › how to do cost estimation for amazon sagemaker
r/aws on Reddit: How to do cost estimation for Amazon Sagemaker
March 15, 2024 -
Hey guys, I am trying to do some cost estimation in Sagemaker for an AI chatbot I am building. The AI chatbot will be using the Mixtral-8x7b-Instruct quantized model downloaded from Hugging Face. And I will be using Sagemaker endpoints for inference.
When I went into the AWS Pricing Calculator website (https://calculator.aws/#/) and selected Sagemaker, I was presented with different options to choose from like Sagemaker Studio Notebooks, RStudio on Sagemaker, SageMaker On-Demand Notebook Instances etc (see the link below).
https://imgur.com/a/KVSHINe
For my chatbot that I had described above, how would I know which of these options to select to do my pricing estimate?
Would really appreciate any help with this. Many thanks!
Amazon Web Services
aws.amazon.com › machine learning › amazon sagemake ai › amazon sagemaker canvas pricing
No-code Machine Learning - Amazon SageMaker Canvas Pricing - AWS
6 days ago - The following table provides estimated custom NLP model training charges based on an average of 240 unicode characters per cell. The estimates use the SageMaker instance price for ml.g4dn.12xlarge of $4.89/h.
AWS
docs.aws.amazon.com › amazon sagemaker › developer guide › machine learning environments offered by amazon sagemaker ai › amazon sagemaker studio › amazon sagemaker studio pricing
Amazon SageMaker Studio pricing - Amazon SageMaker AI
There is no additional charge for using the Amazon SageMaker Studio UI.
Moneyforward
admina.moneyforward.com › us › blog › amazon-sagemaker-pricing-explained
Amazon Sagemaker Pricing Explained | Admina blog
As a cloud-based machine learning platform, Amazon SageMaker provides robust computational capabilities for your AI/ML tasks. However, it is crucial to understand that this powerful platform does not offer its services for free.
Economize
economize.cloud › blog › amazon-sagemaker-pricing
Amazon SageMaker Pricing Explained: What You Need to Know
Amazon SageMaker Pricing Explained: What You Need to Know
Pump
pump.co › home › blog › aws sagemaker pricing & savings guide
AWS SageMaker Pricing & Savings Guide
Explore AWS SageMaker pricing, training and inference costs, and optimization techniques for machine learning workloads.
CloudOptimo
cloudoptimo.com › home › blog › mastering amazon sagemaker pricing
Mastering Amazon SageMaker Pricing
March 13, 2025 - Explore Amazon SageMaker pricing with our guide on cost optimization. Learn about instance types, storage, and strategies to manage your ML budget efficiently
Amazon Web Services
aws.amazon.com › amazon sagemaker ai
Machine Learning Service - Free Amazon SageMaker AI - AWS
6 days ago - ✔ Amazon SageMaker AI is available for free, for 2 months, as part of the AWS Free Tier program.